Diogo Almeida@CompleteSkepticLAUNCH POSTDiogo Almeida introduces Jev, TypeSafe’s structured decision model. Watch the launch film and explore the original thread for the model’s approach, examples and author-reported performance.
TypeSafe AI@typesafeaiOFFICIALTypeSafe’s official launch announcement introduces the lab and points builders to Jev. It includes Diogo Almeida’s launch film and original introduction.
TypeSafe AI@typesafeaiOFFICIALTypeSafe highlights Jev’s typed-output approach: applications provide state and questions, then act on probabilities, choices or scores. The linked announcement also covers the Venice API integration.
x.comAnswers your code can use查看项目 ↗TypeSafe AI@typesafeaiOFFICIALTypeSafe announces public access to Jev without a waiting list. The official console is the starting point for trying typed decisions in your own application.
x.comJev opens to everyone查看项目 ↗Four official signals. A fresh starting point on each visit.
1,198 项资源
AI-assisted summaries and translations. Check original sources for context and performance claims.
x.comA plugin using Jev's scoring capability to remove unnecessary terminal garbage and redundant logs, improving agent performance.
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TianyuCodingsCompact version of Jev that generates full probability distributions in a single forward pass.
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Jiaqi GuA project using Jev for skill routing in an agent system, based on community development.
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x.comA community post discusses Jev as a faster general classifier/decision-maker, questioning its accuracy in complex scenarios and noting potential benefits in limited solution spaces with low latency requirements.
x.comDay-one notes from a skeptic, in Chinese查看项目 ↗Source-linked curation
x.comTesting Jev as a search reranker shows limited improvement over vector retrieval, with mixed results depending on evaluation methods.
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x.comA community post listing Chinese open-source Jev clones with technical specifications.
x.comFive open Jev replicas, in Chinese查看项目 ↗Source-linked curation
x.comA collection of 19 open-source projects using Jev technology for various applications including AI agents and game interactions.
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Paul WeiJev model demonstrates fast decision-making in a strategy game. Achieves high-speed gameplay with minimal visual feedback.
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Dasheng is a GitHub tool combining speech recognition with Jev for real-time word-by-word transcription and marking of spoken content.
github.comwquguru/dasheng查看项目 ↗Source-linked curation
0xLogicrwThread cataloguing the first wave of Jev tools: MCP servers, routers, reviewers, and browser agents.
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从 API 密钥到类型化决策的最短路径。
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发布文章：架构、RLCD 训练、定价、Doom 和 Wikiracing 演示、常见问题。
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Faadil ShaikJev使用快速推理和结构化输出控制超级马里奥兄弟，展示其在实时应用中的潜力。
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浏览器使用中的超快速代理：Jev在一次请求中选择操作和DOM元素；仅当需要输入时，小型LLM才编写文本。
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TypeSafe官方参考：简介。
docs.typesafe.aiSTATE → DECISION → CODE查看项目 ↗Source-linked curation
Kevin Grajeda实时评估提示难度的分类器，可为简单提示启用快速模式以提升用户体验。
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Chris Tate将JSON渲染与Jev结合的实验，用于快速生成用户界面，实现组件和设计系统的快速渲染。
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Higgsfield AI 🧩演示Jev在Higgsfield上为视频和图像生成任务选择最合适的AI模型。
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当前公共模型已知的故障模式，由TypeSafe记录。
docs.typesafe.aiSTATE → DECISION → CODE查看项目 ↗Source-linked curation
简介、基本元素、模式、教程、HTTP API和SDK参考。
docs.typesafe.aiSTATE → DECISION → CODE查看项目 ↗Source-linked curation
可复现的配方：并行问题、重新排序、护栏、引用检查、提取、层次分类。
docs.typesafe.aiSTATE → DECISION → CODE查看项目 ↗Source-linked curation
官方同步和异步 Python 客户端。pip install typesafe-sdk。
github.comtypesafe-ai/typesafe-sdk-python查看项目 ↗Source-linked curation
Claude代码插件通过Jev决策替换压缩摘要，通过一次快速请求对每个工具调用和结果进行评分，过时的调用会被丢弃或截断，所有保留的内容保持原样。
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POST /v1/systemone 的请求和响应协议。
docs.typesafe.aiSTATE → DECISION → CODE查看项目 ↗Source-linked curation
metr0xMOSS根据指令捡起垃圾的模拟，旨在通过自动化决策提高街道清洁度。
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TypeSafe官方服务器。构建者演示位于“展示与讲述”频道。
discord.ggDiscord查看项目 ↗Source-linked curation
Nailthy Tang使用Jev根据用户输入和对话分析选择和更换服装的实时虚拟试穿实验。
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发布System One工作流的评估方法和各模型的结果。
evals.typesafe.aiWorkflow evals查看项目 ↗Source-linked curation
产品和研究更新。
x.com@typesafeai on X查看项目 ↗Source-linked curation
推测性分支、信心门控路由、复合评分和意图路由。
docs.typesafe.aiSTATE → DECISION → CODE查看项目 ↗Source-linked curation
Gregor ZunicGregor Zunic的动态DOM操作空间航班搜索演示。
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选择、评分和 Noul：三种问题类型及其返回内容。
docs.typesafe.aiSTATE → DECISION → CODE查看项目 ↗Source-linked curation
展示推测性分支的交互式演示：一次调用多个问题，代码保留相关答案。
docs.typesafe.aiSTATE → DECISION → CODE查看项目 ↗Source-linked curation
A community project using Jev to control a Tesla Full Self Driving simulator, offering a quick rebuild.
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为软件而非对话构建的机器原生智能的主张。
typesafe.ai宣言查看项目 ↗Source-linked curation
粘贴一个状态，添加问题，并在浏览器中查看类型化答案。
console.typesafe.ai沙盒查看项目 ↗Source-linked curation
官方可替换TypeSafeClient的Python适配器，支持OpenAI、Anthropic和兼容LLM API，用于比较Jev与聊天模型。
github.comtypesafe-ai/system-one-adapter-python查看项目 ↗Source-linked curation
官方代理技能，适用于Claude Code、Codex和兼容代理：基本操作、模式及评估结构方法。
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A drone navigation experiment where Jev makes real-time decisions to avoid obstacles in an asteroid field.
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Chandramouly KandacharJev controls both hands and fingers to play piano in real-time based on visual input.
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Ira BodnarJev handles seven SEO and GEO workflows, including competitor page analysis, citation likelihood, and content optimization.
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Jev is demonstrated as a classification model with practical examples.
YouTube · 查看项目Source-linked curation
Riley BrownJev classifies 500 emails quickly and inexpensively, demonstrating its efficiency in processing tasks.
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A logic interpreter uses plain English to enable Jev to perform reasoning tasks it cannot handle alone.
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Milind SUtilizes Jev as a decision engine to manage and coordinate multiple bot agents for complex tasks.
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Minimal grammY Telegram anti-spam bot powered by TypeSafe Jev.
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Using Jev for real-time control of a robot arm in MuJoCo, with a two-step decision process for actions and movements.
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kenoA community post describing Jev's use for analyzing competitors' ads and generating creative shortlists.
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Kevin WangA tool for monitoring Reddit threads to gather data cited by AI, offering free analysis of 4000 threads via email, Discord, or Slack.
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An experiment using Jev for real-time model selection in AI agents, collected for the agents shelf.
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Proof of concept MCP for Typesafe's new Jev AI model.
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An AI-driven hedge fund utilizing Jev for fast and cost-effective trading decisions.
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Jev is used to identify and flag low-quality text generated by Opus.
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Agentcard integrates Jev and Kernel to enable secure and efficient online shopping by agents, avoiding token costs and safety issues.
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Real-time League of Legends win-probability overlay using Jev to analyze game state and predict outcomes.
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A podcast segment discussing Jevons paradox and its connection to TypeSafe AI's funding.
YouTube · 查看项目Source-linked curation
Reduces context usage by 30-55% through Jev-based compaction for OMP agents.
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x.comA community post shares a tech talk by Jev's founder, highlighting its speed, cost-effectiveness, and lack of hallucination.
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Nick KhamiA demo showing how to make open source models behave like Jev using inference engineering and scoring endpoints for decision-making.
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aresA claim about Jev's capability to process large volumes of ad data quickly, described as a market disruption.
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A user tested the new Jev model and shared insights about its significance for System One models.
YouTube · 查看项目Source-linked curation
A prose linter that sniffs out AI writing tells. Zero dependencies, countable rules plus one judgment model.
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A Chrome Dino game implementation where Jev provides real-time decision scores.
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基于Jev的查询规划器优化Postgres性能，在连接顺序基准测试中实现12%的速度提升。
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Real-time Discord moderation bot: Jev evaluates messages and metadata in parallel to catch phishing, spam, and social engineering with a progressive escalation ladder.
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Hunch is a GitHub tool for code review that applies rules written in plain English to analyze and improve code quality.
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Marcus LoweA tool using Jev to make copy-paste interactions smarter by deciding content based on context.
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A developer project featuring a small Jev-like model running on a MacBook, collected for the tools shelf.
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x.comA collection of notable Jev projects shared on X, highlighting various applications and experiments.
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A project comparing Jev's performance against chat models in analyzing Fed press conferences.
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A tool for calibrating Jev's confidence thresholds, presented as an open-source solution.
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Pre-alpha PostgreSQL extension for TypeSafe AI (Jev) categorical classification.
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